ruc-datalab
- 9 skills
- 0 followers
- 8 hours ago last updated
- ▌ Evo Build · ruc-datalab bundleBuild an initial ontology layer by analyzing workload requirements, exploring data-environment evidence, and generating schema-conformant semantic objects.
- ▌ Evo Evolve · ruc-datalab bundleThis skill is triggered when the user requests to "self-evolve the current ontology layer system". Autonomously evolve an ontology-layer system through a four-step loop of diagnosis, attribution, patching, and Parent/Candidate evaluation until a reproducibly better version is obtained, or external conditions prevent trustworthy continuation.
- ▌ Build Ontology · ruc-datalab bundleBuild an initial ontology from data and analytical goals, prepare relevant questions from supplied needs and project history, and automatically show the evidence-grounded result.
- ▌ Evolve Ontology · ruc-datalab bundleImprove an existing ontology using real project tasks and grounded exploration, run missing baselines, validate candidates and automatically show the outcome. This skill is triggered when the user requests to "self-evolve the current ontology layer system". Autonomously evolve an ontology-layer system through a four-step loop of diagnosis, attribution, patching, and Parent/Candidate evaluation until a reproducibly better version is obtained, or external conditions prevent trustworthy continuation.
- ▌ Explore Ontology · ruc-datalab bundleExplore ontology questions, grounded concepts, evidence, actual task results and evolution outcomes in a read-only interactive version explorer.
- ▌ Skilladam Optimize · ruc-datalabOptimize an existing SKILL.md from a usage-intent description with SkillAdam. Use when a user asks to test, improve, patch, review, validate, or iteratively optimize an Agent Skill, with optional selective hunk review.
- ▌ Skilladam Optimize 2 · ruc-datalabOptimize an existing SKILL.md from a usage-intent description with SkillAdam. Use when a user asks to test, improve, patch, review, validate, or iteratively optimize an Agent Skill, with optional selective hunk review.
- ▌ Skilladam Optimize 3 · ruc-datalabOptimize an existing SKILL.md from a usage-intent description with SkillAdam. Use when a user asks to test, improve, patch, review, validate, or iteratively optimize an Agent Skill, with optional selective hunk review.
- ▌ Skilladam Optimize 4 · ruc-datalabOptimize an existing SKILL.md from a usage-intent description with SkillAdam. Use when a user asks to test, improve, patch, review, validate, or iteratively optimize an Agent Skill, with optional selective hunk review.